Gradient Descent Algorithm with Python

Published: 26 January 2021
on channel: Tsujigiri
20
1

Second degree polynomial gradient descent regression algorithm done with Python.

This is a video presentation of an answer to an exercise for a course about machine learning. The video contains explanations of the changes made to the given example course material and demonstration of the program, as well as some thoughts on the effects of learning rate in the algorithm.

How the algorithm works is not explained in-depth, so if you happen to end up here looking for that, some other source might work better for you. That being said it is coded in very simple and easy-to-understand manner, so perhaps it can prove helpful in that way too.

Just noticed the given materials had some typos - including the "gradient_decent.py" -file - but I guess we'll live with that


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